Theoretical Statistics

D.R. Cox, D.V. Hinkley (Autoren)

Buch | Hardcover

528 Seiten

2017
CRC Press (Verlag)
978-1-138-46960-0 (ISBN)

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This text provides a systematic statement of the theory of statistics, with emphasis placed on general concepts rather than on mathematical rigour. A familiarity with standard statistical techniques is assumed.

A text that stresses the general concepts of the theory of statistics Theoretical Statistics provides a systematic statement of the theory of statistics, emphasizing general concepts rather than mathematical rigor. Chapters 1 through 3 provide an overview of statistics and discuss some of the basic philosophical ideas and problems behind statistical procedures. Chapters 4 and 5 cover hypothesis testing with simple and null hypotheses, respectively. Subsequent chapters discuss non-parametrics, interval estimation, point estimation, asymptotics, Bayesian procedure, and deviation theory. Student familiarity with standard statistical techniques is assumed.

Cox, D.R.; Hinkley, D.V.

Preface, Chapter 1 Introduction, Chapter 2 Some general concepts, Chapter 3 Pure significance tests, Chapter 4 Significance tests: simple null hypotheses, Chapter 5 Significance tests: composite null hypotheses, Chapter 6 Distribution-free and randomization tests, Chapter 7 Interval estimation, Chapter 8 Point estimation, Chapter 9 Asymptotic theory, Chapter 10 Bayesian methods, Chapter 11 Decision theory, Appendix 1 Determination of probability distributions, Appendix 2 Order statistics, Appendix 3 Second-order regression for arbitrary random, References, Author Index, Subject Index

Erscheinungsdatum	07.10.2017
Verlagsort	London
Sprache	englisch
Maße	156 x 234 mm
Gewicht	453 g
Themenwelt	Mathematik / Informatik ► Mathematik ► Statistik
ISBN-10	1-138-46960-2 / 1138469602
ISBN-13	978-1-138-46960-0 / 9781138469600
Zustand	Neuware